Behavioral-anomaly detection in forensics analysis
SAH Baddar, A Merlo, M Migliardi - IEEE Security & Privacy, 2019 - ieeexplore.ieee.org
SAH Baddar, A Merlo, M Migliardi
IEEE Security & Privacy, 2019•ieeexplore.ieee.org… To this end, we introduce CATTURE, a lightweight, privacy-preserving behavioral-anomaly-detection
tool that assumes no prior knowledge of what constitutes an anomaly. The CATTURE
investigation is based only on anonymized traffic features, and its results respect the legal
constraints defined by the European Union (EU) for the publication of network traffic.
Furthermore, we show how it is possible to leverage the specific knowledge and expertise of a
specific site’s … Recent research on forensics analysis has applied intrusion-detection …
tool that assumes no prior knowledge of what constitutes an anomaly. The CATTURE
investigation is based only on anonymized traffic features, and its results respect the legal
constraints defined by the European Union (EU) for the publication of network traffic.
Furthermore, we show how it is possible to leverage the specific knowledge and expertise of a
specific site’s … Recent research on forensics analysis has applied intrusion-detection …
In cybercrimes pertaining to networking, forensics activities and user privacy rights are often competing forces. Lightweight forensics tools are needed to provide a first line of warning without infringing on user privacy.
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